AI-based Computed Tomography Colonography (CTC) Approach
About CTC:
Colorectal Cancer begins as polyps on colon/rectum lining; can become cancerous and spread to other body parts.
CTC Screening Recommendation starts at age 45; ACS suggests regular screening until 85. Over 4000 veteran cases annually; 1.5 million colonoscopies needed. CTC not common in VA or rural settings.
Some current CRC Screening Methods include:
Stool tests: FOBT, FIT, mt-sDNA (Cologuard)
Optical colonoscopy (OC): Direct inspection with an endoscope
Computed tomography colonography (CTC): CT scan-based visualization
USPSTF Guidelines read that adults aged 50-75 should be screened; recently lowered to 45. CTC shows high accuracy, but OC is more invasive and costly.
Our hypothesis was that synchronizing CTC and OC could improve CRC combat, especially in rural/socioeconomically disadvantaged areas with CT access but limited CTC expertise. State-of-the-art CTC offers high sensitivity and specificity for polyps ≥ 0.5 mm, viable for local and cloud-based analysis.
Enabling large volume CTC screening
Fusion of CTC and Optical Colonoscopy Findings
Study of uncertainties in CTC prep (e.g., low dose, disconnected colons, prep deficits, etc.
Coordinate CTC and Optical Colonoscopy, especially for remote and rural areas, where CT scans are available but skilled CTC readers are not, and gastroenterologists are overbooked.
Integrate tele-health procedures with CTC; enables CTC online and secure servers.
Our methods
The typical colon segmentation
Taken from CT scan sections
Our new method
Which combines sections into a 3D representation of the colon with a walkaround feature